The wind howled, rattling the branches of the ancient oak that marked the boundary of our properties. It was a sturdy old tree, but I knew Mr. Garcia, my neighbor, was having trouble with it.

He looked haggard when he approached my back door. "The insurance company... they're saying it's a hazard. Branches are falling."

A pang of sympathy hit me. I knew he had been struggling lately, dealing with a recent illness.

I placed a hand on his shoulder. "Don't you worry about it, Mr. Garcia. I’ll make the call, get the inspection done. Whatever needs to happen, we'll take care of it, together. You just focus on getting better."

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458